plan: don't calcify P0.2 — artdag may grow to contain business logic (phase AX)

Per the user: the execute-fold-vs-artdag split from P0.2 is a capability SNAPSHOT, not a permanent
boundary. artdag MAY grow +{effect,branch,each} node-kinds; business logic then migrates onto it to
inherit the DAG-engine superpowers — content-addressed memoization (recompute only on input-CID
change), optimize (fuse/dedup/dce), schedule, and above all FEDERATION (a flow result reused across
peers by content-id — the federation vision, for free). The capability model makes the migration
seamless (same DAGs + seam; the runner just advertises more). Named the real design work: dynamic
control in a static DAG (branch prunes a path); effect nodes non-cacheable vs pure nodes memoized.
Demand-driven (phase AX); execute-fold stays the lean default for cheap synchronous flows. Annotated
the P0.2 finding + flows.sx header so the finding doesn't harden into dogma.

Doc/comment-only.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>

plans/business-logic-fed-flows.md

@@ -140,6 +140,12 @@ fed-sx yet — those are adapter phases (RA/TA). Every piece swaps later; the DA
   exec-runner (would need Erlang, RA). flows 7/7, blog 203/203, conformance 591/591.
   IMPLICATION for RA/TA: the Erlang runner isn't a "different flow language" — it's the SAME op-DAG
   with +{suspend} nodes; RA is the runner that advertises suspend + wraps flow_dispatch.
+  CAVEAT (don't calcify this finding): execute-fold-vs-artdag is a CURRENT capability SNAPSHOT, NOT
+  a permanent boundary. artdag MAY GROW control-flow node-kinds (a runner advertising +{effect,
+  branch, each}), and business logic then MIGRATES to artdag to inherit content-addressed
+  memoization / optimize (fuse/dedup/dce) / schedule / FEDERATION (a flow result reused across peers
+  by content-id — the federation vision, free). The capability model makes that migration seamless
+  (same DAGs, richer runner; the execute-fold is just the pragmatic sync runner NOW). See phase AX.
 - [ ] **P0.3 — wire the seam on the live host.** A local-SX trigger registry (on-publish →
   publish-DAG), an in-process transport (a KV-backed log), the host as effect driver. In edit-submit
   detect the draft→published TRANSITION (prev≠published & new=published — fire-once), build the
@@ -176,6 +182,19 @@ fed-sx yet — those are adapter phases (RA/TA). Every piece swaps later; the DA
   blockers (er-scheduler context). Needs the ACTOR MODEL real (:actor was a P0 placeholder —
   peer_actors / follower_graph / per-author identity).
 
+## AX — artdag GROWS control-flow (business logic MIGRATES to artdag) [DEMAND-DRIVEN]
+Today artdag is pure dataflow and the execute-fold is the synchronous control-flow runner. That's
+a capability snapshot. When a business flow WANTS the artdag engine's benefits — content-addressed
+memoization (recompute only on input-CID change), optimize (fuse/dedup/dce), schedule, and above
+all FEDERATION (a flow result reused across peers by content-id) — grow artdag's node vocabulary
+so its runner advertises `+{effect, branch, each}`, and the SAME behavior DAGs migrate onto it
+(the capability model makes this seamless; the seam + DAGs don't change). Two real design pieces:
+(1) DYNAMIC control in a static DAG — a `branch` PRUNES a path (conditional nodes make downstream
+nodes live/dead; content-addressing holds on the taken path); (2) EFFECT nodes vs memoization —
+pure nodes memoize, `{effect}` nodes are marked non-cacheable (must run / be idempotent). Build
+when a flow's cost, reuse, or cross-peer sharing makes the execute-fold's re-run-everything
+insufficient — not before. The execute-fold stays the lean default for cheap synchronous flows.
+
 ## RX — celery-sx runner (DEMAND-DRIVEN, not scheduled)
 Build the distributed/durable runner adapter the moment a real DAG needs heavy compute /
 long-running-retryable tasks / cross-machine fan-out (the artdag/JAX media case, or federated
@@ -190,6 +209,13 @@ covers everything until a DAG's cost/latency/placement forces the substrate.
   activities), so business logic can change state, which federates, which triggers more flows.
 
 ## Progress log (newest first)
+- 2026-07-02 — DON'T-CALCIFY note (user: "artdag may in the future contain business logic"). The
+  execute-fold-vs-artdag split from P0.2 is a capability SNAPSHOT, not a boundary. Added phase AX:
+  artdag grows +{effect,branch,each} node-kinds and business logic migrates onto it to inherit
+  content-addressed memoization / optimize / FEDERATION (flow result reused across peers by CID —
+  the federation vision, free). Design work named: dynamic control (branch prunes) in a static DAG;
+  effect nodes non-cacheable vs pure nodes memoized. Demand-driven; execute-fold stays the lean
+  default. P0.2 finding + flows.sx header annotated so the finding doesn't harden.
 - 2026-07-02 — P0.2 DONE + the hypothesis CONFIRMED (and refined). The synchronous publish workflow
   is NATURAL as an execute-fold composition (seq/effect/alt), NOT artdag dataflow (no branch there).
   So business-logic = art-dag holds at the abstraction (content-addressed op-DAG) but the SYNCHRONOUS